Using Rough Sets for Practical Feature Selection in a Rough Sets/Neural Network Framework for Knowledge Discovery.
Ilona JagielskaPublished in: J. Adv. Comput. Intell. Intell. Informatics (2000)
Keyphrases
- rough sets
- rough set theory
- neural network
- knowledge discovery
- data mining
- feature selection
- granular computing
- decision rules
- fuzzy sets
- rough fuzzy
- uncertainty handling
- fuzzy logic
- attribute reduction
- pattern recognition
- rule induction
- rough sets theory
- data analysis
- inductive machine learning
- feature reduction
- rule extraction
- tool for data mining
- information entropy
- fuzzy rough sets
- soft computing
- rough set model
- concept lattice
- machine learning
- dominance relation
- image processing
- real time
- decision table
- genetic algorithm
- lower and upper approximations
- artificial neural networks
- set valued
- knn
- equivalence relation
- text categorization
- neural network model